Domain Adaptation

Smoothing the Shift: Towards Stable Test-Time Adaptation under Complex Multimodal Noises ICLR 2025 Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation AAAI 2025 SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025 SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization CVPR 2025 Socialized Coevolution: Advancing a Better World through Cross-Task Collaboration ICML 2025 Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL COLING 2025 Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment EMNLP 2025 Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging ICML 2025 SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection ACL 2025 SPARS3R: Semantic Prior Alignment and Regularization for Sparse 3D Reconstruction CVPR 2025 Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation ICML 2025 Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis ACL 2025 SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG ICLR 2025 Specialized Foundation Models Struggle to Beat Supervised Baselines ICLR 2025 Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025 SpeechEE@XLLM25: End-to-End Structured Event Extraction from Speech ACL 2025 Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows ICLR 2025 SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025 Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models ICML 2025 SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025 SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training AAAI 2025 SRS-Stories: Vocabulary-constrained multilingual story generation for language learning EMNLP 2025 SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes ICLR 2025 SSR: Alignment-Aware Modality Connector for Speech Language Models ACL 2025 Stable Segment Anything Model ICLR 2025